自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

您将获得的技能: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation
混合 · 课程 · 1-4 周

Microsoft
您将获得的技能: 机器学习, 持续监测, 模型评估, 信息隐私, 数据预处理, 模型部署, MLOps(机器学习 Operator), 数据安全, 负责任的人工智能, 微软 Azure, 数据管道, 云计算, 性能调整, 数据伦理, 数据库
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
初级 · 课程 · 1-3 个月
Google Cloud
您将获得的技能: 模型评估, 机器学习, 可行性研究, 数据战略, 负责任的人工智能, Google 云端平台, 数据伦理, 应用机器学习, 模型部署, AI 赋能, 创新, 图像分析, Data Governance, 商业分析
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 市场机遇, 机器学习, 模型评估, 数据预处理, 数据科学, MLOps(机器学习 Operator), 项目管理, 数据收集, 项目管理生命周期, 技术管理, 系统设计, 数据管道, 模型部署, 数据质量, 人工智能和机器学习(AI/ML), 数据清理, 软件开发方法, 技术解决方案, 数据管理, 应用机器学习
初级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 机器学习, 模型评估, AI 产品战略, MLOps(机器学习 Operator), 负责任的人工智能, 数据驱动的决策制定, 项目实施, 数据伦理, 合规管理, 业务解决方案, 机器学习算法, 商业道德, AI 赋能, 人工智能和机器学习(AI/ML), 监管合规, 应用机器学习, 解决方案设计
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning
混合 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity
混合 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Education Software and Technology, Supervised Learning, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, Data Mining, Learning Theory, Human Computer Interaction, Natural Language Processing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 模型评估, 机器学习, 系统架构, 张力流, MLOps(机器学习 Operator), 混合云计算, 系统设计, Google 云端平台, 模型部署, 分布式计算, 可扩展性, 性能调整
高级设置 · 课程 · 1-3 个月